MDPEdataset/MER2025_personality

MER2025_personality is a subset of MDPE. For more details about MDPE, please refer to MDPE Dataset

This dataset serves as the testing set for MER25 Challenge @ ACM MM & MRAC25 Workshop @ ACM MM Emotion-enhanced Personality Recognition Track, with the MDPE as the training and validation sets.

More details about the MER2025 competition can be found on the MER25 Website and MER25 Huggingface

The label_personality.csv remains the same as the original MDPE, except for normalization。

MDPE Dataset

MDPE is a multimodal deception dataset. Besides deception features, it also includes individual differences information in personality and emotional expression characteristics. MDPE not only supports deception detection, but also provides conditions for tasks such as personality recognition and emotion recognition, and can even study the relationships between them.

Dataset Download

The data are passcode protected. Please download and send the signed EULA to mdpe.contact@gmail.com for access request.

Citation

For more details about MDPE, please refer to: MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics

Please cite our paper if you find our work useful for your research:

@article{cai2024mdpe,
  title={MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics},
  author={Cai, Cong and Liang, Shan and Liu, Xuefei and Zhu, Kang and Wen, Zhengqi and Tao, Jianhua and Xie, Heng and Cui, Jizhou and Ma, Yiming and Cheng, Zhenhua and others},
  journal={arXiv preprint arXiv:2407.12274},
  year={2024}
}